Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 3199995 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 610.4 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 22 |
|---|---|
| Categorical | 3 |
DST_TO_SRC_SECOND_BYTES is highly correlated with IN_BYTES and 9 other fields | High correlation |
FIRST_SWITCHED is highly correlated with FLOW_DURATION_MICROSECONDS and 17 other fields | High correlation |
FLOW_DURATION_MICROSECONDS is highly correlated with FIRST_SWITCHED and 11 other fields | High correlation |
FLOW_DURATION_MILLISECONDS is highly correlated with FIRST_SWITCHED and 11 other fields | High correlation |
IN_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 16 other fields | High correlation |
IN_PKTS is highly correlated with FIRST_SWITCHED and 13 other fields | High correlation |
L4_DST_PORT is highly correlated with DST_TO_SRC_SECOND_BYTES and 5 other fields | High correlation |
LAST_SWITCHED is highly correlated with FIRST_SWITCHED and 17 other fields | High correlation |
OUT_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 13 other fields | High correlation |
OUT_PKTS is highly correlated with DST_TO_SRC_SECOND_BYTES and 14 other fields | High correlation |
PROTOCOL is highly correlated with PROTOCOL_MAP | High correlation |
PROTOCOL_MAP is highly correlated with PROTOCOL and 3 other fields | High correlation |
SRC_TO_DST_SECOND_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 15 other fields | High correlation |
TCP_FLAGS is highly correlated with FIRST_SWITCHED and 17 other fields | High correlation |
TCP_WIN_MAX_IN is highly correlated with FIRST_SWITCHED and 10 other fields | High correlation |
TCP_WIN_MAX_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 17 other fields | High correlation |
TCP_WIN_MIN_IN is highly correlated with FIRST_SWITCHED and 10 other fields | High correlation |
TCP_WIN_MIN_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 17 other fields | High correlation |
TCP_WIN_MSS_IN is highly correlated with L4_DST_PORT | High correlation |
TCP_WIN_MSS_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 15 other fields | High correlation |
TCP_WIN_SCALE_IN is highly correlated with DST_TO_SRC_SECOND_BYTES and 12 other fields | High correlation |
TCP_WIN_SCALE_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 14 other fields | High correlation |
TOTAL_FLOWS_EXP is highly correlated with FIRST_SWITCHED and 17 other fields | High correlation |
FIRST_SWITCHED is highly correlated with FLOW_DURATION_MICROSECONDS and 9 other fields | High correlation |
FLOW_DURATION_MICROSECONDS is highly correlated with FIRST_SWITCHED and 3 other fields | High correlation |
FLOW_DURATION_MILLISECONDS is highly correlated with FIRST_SWITCHED and 3 other fields | High correlation |
IN_BYTES is highly correlated with IN_PKTS | High correlation |
IN_PKTS is highly correlated with IN_BYTES and 1 other fields | High correlation |
L4_DST_PORT is highly correlated with FIRST_SWITCHED and 2 other fields | High correlation |
LAST_SWITCHED is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
OUT_BYTES is highly correlated with OUT_PKTS | High correlation |
OUT_PKTS is highly correlated with IN_PKTS and 1 other fields | High correlation |
PROTOCOL is highly correlated with PROTOCOL_MAP and 1 other fields | High correlation |
PROTOCOL_MAP is highly correlated with PROTOCOL and 2 other fields | High correlation |
TCP_FLAGS is highly correlated with PROTOCOL and 1 other fields | High correlation |
TCP_WIN_MAX_IN is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
TCP_WIN_MAX_OUT is highly correlated with TCP_WIN_MAX_IN and 6 other fields | High correlation |
TCP_WIN_MIN_IN is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
TCP_WIN_MIN_OUT is highly correlated with TCP_WIN_MAX_IN and 6 other fields | High correlation |
TCP_WIN_MSS_IN is highly correlated with PROTOCOL_MAP and 7 other fields | High correlation |
TCP_WIN_MSS_OUT is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
TCP_WIN_SCALE_IN is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
TCP_WIN_SCALE_OUT is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
TOTAL_FLOWS_EXP is highly correlated with FIRST_SWITCHED and 9 other fields | High correlation |
DST_TO_SRC_SECOND_BYTES is highly correlated with OUT_BYTES and 5 other fields | High correlation |
FIRST_SWITCHED is highly correlated with LAST_SWITCHED and 6 other fields | High correlation |
FLOW_DURATION_MICROSECONDS is highly correlated with FLOW_DURATION_MILLISECONDS and 4 other fields | High correlation |
FLOW_DURATION_MILLISECONDS is highly correlated with FLOW_DURATION_MICROSECONDS and 4 other fields | High correlation |
IN_BYTES is highly correlated with FLOW_DURATION_MICROSECONDS and 7 other fields | High correlation |
IN_PKTS is highly correlated with FLOW_DURATION_MICROSECONDS and 6 other fields | High correlation |
L4_DST_PORT is highly correlated with TCP_WIN_MSS_IN | High correlation |
LAST_SWITCHED is highly correlated with FIRST_SWITCHED and 6 other fields | High correlation |
OUT_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 7 other fields | High correlation |
OUT_PKTS is highly correlated with FLOW_DURATION_MICROSECONDS and 7 other fields | High correlation |
PROTOCOL is highly correlated with PROTOCOL_MAP | High correlation |
PROTOCOL_MAP is highly correlated with PROTOCOL and 3 other fields | High correlation |
SRC_TO_DST_SECOND_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 6 other fields | High correlation |
TCP_FLAGS is highly correlated with OUT_PKTS and 8 other fields | High correlation |
TCP_WIN_MAX_IN is highly correlated with PROTOCOL_MAP and 7 other fields | High correlation |
TCP_WIN_MAX_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 15 other fields | High correlation |
TCP_WIN_MIN_IN is highly correlated with PROTOCOL_MAP and 7 other fields | High correlation |
TCP_WIN_MIN_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 15 other fields | High correlation |
TCP_WIN_MSS_IN is highly correlated with L4_DST_PORT | High correlation |
TCP_WIN_MSS_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 11 other fields | High correlation |
TCP_WIN_SCALE_IN is highly correlated with FIRST_SWITCHED and 10 other fields | High correlation |
TCP_WIN_SCALE_OUT is highly correlated with DST_TO_SRC_SECOND_BYTES and 11 other fields | High correlation |
TOTAL_FLOWS_EXP is highly correlated with FIRST_SWITCHED and 6 other fields | High correlation |
LABEL is highly correlated with PROTOCOL_MAP | High correlation |
PROTOCOL is highly correlated with PROTOCOL_MAP | High correlation |
PROTOCOL_MAP is highly correlated with LABEL and 1 other fields | High correlation |
DST_TO_SRC_SECOND_BYTES is highly correlated with OUT_BYTES and 1 other fields | High correlation |
FIRST_SWITCHED is highly correlated with FLOW_DURATION_MICROSECONDS and 13 other fields | High correlation |
FLOW_DURATION_MICROSECONDS is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
FLOW_DURATION_MILLISECONDS is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
IN_BYTES is highly correlated with IN_PKTS and 1 other fields | High correlation |
IN_PKTS is highly correlated with IN_BYTES and 3 other fields | High correlation |
L4_DST_PORT is highly correlated with FIRST_SWITCHED and 6 other fields | High correlation |
L4_SRC_PORT is highly correlated with FIRST_SWITCHED and 5 other fields | High correlation |
LAST_SWITCHED is highly correlated with FIRST_SWITCHED and 13 other fields | High correlation |
OUT_BYTES is highly correlated with DST_TO_SRC_SECOND_BYTES and 2 other fields | High correlation |
OUT_PKTS is highly correlated with DST_TO_SRC_SECOND_BYTES and 3 other fields | High correlation |
PROTOCOL is highly correlated with L4_SRC_PORT and 3 other fields | High correlation |
PROTOCOL_MAP is highly correlated with PROTOCOL and 2 other fields | High correlation |
SRC_TO_DST_SECOND_BYTES is highly correlated with IN_PKTS | High correlation |
TCP_FLAGS is highly correlated with FIRST_SWITCHED and 11 other fields | High correlation |
TCP_WIN_MAX_IN is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TCP_WIN_MAX_OUT is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TCP_WIN_MIN_IN is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TCP_WIN_MIN_OUT is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TCP_WIN_MSS_IN is highly correlated with PROTOCOL and 8 other fields | High correlation |
TCP_WIN_SCALE_IN is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TCP_WIN_SCALE_OUT is highly correlated with FIRST_SWITCHED and 12 other fields | High correlation |
TOTAL_FLOWS_EXP is highly correlated with FIRST_SWITCHED and 13 other fields | High correlation |
LABEL is highly correlated with FIRST_SWITCHED and 16 other fields | High correlation |
DST_TO_SRC_SECOND_BYTES is highly skewed (γ1 = 805.7644402) | Skewed |
IN_BYTES is highly skewed (γ1 = 144.2181232) | Skewed |
IN_PKTS is highly skewed (γ1 = 110.4673302) | Skewed |
OUT_BYTES is highly skewed (γ1 = 483.1987086) | Skewed |
OUT_PKTS is highly skewed (γ1 = 353.9178486) | Skewed |
SRC_TO_DST_SECOND_BYTES is highly skewed (γ1 = 196.7848346) | Skewed |
LABEL is uniformly distributed | Uniform |
TOTAL_FLOWS_EXP has unique values | Unique |
DST_TO_SRC_SECOND_BYTES has 322775 (10.1%) zeros | Zeros |
FLOW_DURATION_MICROSECONDS has 278869 (8.7%) zeros | Zeros |
FLOW_DURATION_MILLISECONDS has 979266 (30.6%) zeros | Zeros |
L4_DST_PORT has 70826 (2.2%) zeros | Zeros |
L4_SRC_PORT has 70805 (2.2%) zeros | Zeros |
OUT_BYTES has 322775 (10.1%) zeros | Zeros |
OUT_PKTS has 322775 (10.1%) zeros | Zeros |
TCP_FLAGS has 450350 (14.1%) zeros | Zeros |
TCP_WIN_MAX_IN has 453954 (14.2%) zeros | Zeros |
TCP_WIN_MAX_OUT has 1370736 (42.8%) zeros | Zeros |
TCP_WIN_MIN_IN has 453954 (14.2%) zeros | Zeros |
TCP_WIN_MIN_OUT has 1370736 (42.8%) zeros | Zeros |
TCP_WIN_MSS_IN has 1098426 (34.3%) zeros | Zeros |
TCP_WIN_MSS_OUT has 1962244 (61.3%) zeros | Zeros |
TCP_WIN_SCALE_IN has 1908794 (59.6%) zeros | Zeros |
TCP_WIN_SCALE_OUT has 1966043 (61.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-27 21:23:18.681541 |
|---|---|
| Analysis finished | 2022-02-27 21:33:32.750040 |
| Duration | 10 minutes and 14.07 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
DST_TO_SRC_SECOND_BYTES
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 13368 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 719.1777078 |
| Minimum | 0 |
|---|---|
| Maximum | 44138464 |
| Zeros | 322775 |
| Zeros (%) | 10.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40 |
| median | 52 |
| Q3 | 112 |
| 95-th percentile | 330 |
| Maximum | 44138464 |
| Range | 44138464 |
| Interquartile range (IQR) | 72 |
Descriptive statistics
| Standard deviation | 32794.3607 |
|---|---|
| Coefficient of variation (CV) | 45.59980147 |
| Kurtosis | 1032563.386 |
| Mean | 719.1777078 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | 805.7644402 |
| Sum | 2301365069 |
| Variance | 1075470094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 759312 | |
| 112 | 676342 | |
| 52 | 516446 | |
| 0 | 322775 | |
| 60 | 235601 | 7.4% |
| 164 | 188430 | 5.9% |
| 104 | 22213 | 0.7% |
| 152 | 10808 | 0.3% |
| 76 | 10549 | 0.3% |
| 2087 | 8653 | 0.3% |
| Other values (13358) | 448866 |
| Value | Count | Frequency (%) |
| 0 | 322775 | |
| 32 | 385 | < 0.1% |
| 35 | 6 | < 0.1% |
| 39 | 7 | < 0.1% |
| 40 | 759312 | |
| 41 | 16 | < 0.1% |
| 44 | 819 | < 0.1% |
| 47 | 6 | < 0.1% |
| 48 | 739 | < 0.1% |
| 49 | 38 | < 0.1% |
| Value | Count | Frequency (%) |
| 44138464 | 1 | |
| 9182903 | 1 | |
| 8561693 | 1 | |
| 6841592 | 1 | |
| 6768786 | 1 | |
| 5081183 | 1 | |
| 4986267 | 1 | |
| 4875944 | 1 | |
| 4825964 | 1 | |
| 4789300 | 1 |
FIRST_SWITCHED
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 32299 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1617637850 |
| Minimum | 1616660040 |
|---|---|
| Maximum | 1618246851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 1616660040 |
|---|---|
| 5-th percentile | 1616660707 |
| Q1 | 1616663520 |
| median | 1618223404 |
| Q3 | 1618236901 |
| 95-th percentile | 1618244556 |
| Maximum | 1618246851 |
| Range | 1586811 |
| Interquartile range (IQR) | 1573381 |
Descriptive statistics
| Standard deviation | 755560.8136 |
|---|---|
| Coefficient of variation (CV) | 0.0004670766164 |
| Kurtosis | -1.732801416 |
| Mean | 1617637850 |
| Median Absolute Deviation (MAD) | 23446 |
| Skewness | -0.5147522981 |
| Sum | 5.176433032 × 1015 |
| Variance | 5.70872143 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1616660095 | 11393 | 0.4% |
| 1616661813 | 10722 | 0.3% |
| 1616665357 | 6457 | 0.2% |
| 1618223840 | 4764 | 0.1% |
| 1618223720 | 4665 | 0.1% |
| 1616665358 | 3184 | 0.1% |
| 1618223685 | 2512 | 0.1% |
| 1618226187 | 2465 | 0.1% |
| 1618225587 | 2462 | 0.1% |
| 1618226067 | 2369 | 0.1% |
| Other values (32289) | 3149002 |
| Value | Count | Frequency (%) |
| 1616660040 | 37 | |
| 1616660041 | 67 | |
| 1616660042 | 49 | |
| 1616660043 | 49 | |
| 1616660044 | 71 | |
| 1616660045 | 67 | |
| 1616660046 | 62 | |
| 1616660047 | 49 | |
| 1616660048 | 52 | |
| 1616660049 | 53 |
| Value | Count | Frequency (%) |
| 1618246851 | 1 | < 0.1% |
| 1618246850 | 3 | |
| 1618246849 | 2 | |
| 1618246848 | 2 | |
| 1618246847 | 3 | |
| 1618246846 | 1 | < 0.1% |
| 1618246845 | 3 | |
| 1618246844 | 1 | < 0.1% |
| 1618246843 | 3 | |
| 1618246842 | 3 |
FLOW_DURATION_MICROSECONDS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1342276 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35610998.83 |
| Minimum | 0 |
|---|---|
| Maximum | 119999510 |
| Zeros | 278869 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 800 |
| median | 766712 |
| Q3 | 60283192 |
| 95-th percentile | 112239595.5 |
| Maximum | 119999510 |
| Range | 119999510 |
| Interquartile range (IQR) | 60282392 |
Descriptive statistics
| Standard deviation | 42934683.85 |
|---|---|
| Coefficient of variation (CV) | 1.20565795 |
| Kurtosis | -0.9794069857 |
| Mean | 35610998.83 |
| Median Absolute Deviation (MAD) | 766712 |
| Skewness | 0.7227344148 |
| Sum | 1.139550182 × 1014 |
| Variance | 1.843387077 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 278869 | 8.7% |
| 282 | 1473 | < 0.1% |
| 277 | 1434 | < 0.1% |
| 276 | 1414 | < 0.1% |
| 289 | 1407 | < 0.1% |
| 278 | 1404 | < 0.1% |
| 285 | 1403 | < 0.1% |
| 275 | 1393 | < 0.1% |
| 274 | 1392 | < 0.1% |
| 291 | 1384 | < 0.1% |
| Other values (1342266) | 2908422 |
| Value | Count | Frequency (%) |
| 0 | 278869 | |
| 1 | 166 | < 0.1% |
| 2 | 283 | < 0.1% |
| 3 | 318 | < 0.1% |
| 4 | 292 | < 0.1% |
| 5 | 749 | < 0.1% |
| 6 | 331 | < 0.1% |
| 7 | 251 | < 0.1% |
| 8 | 187 | < 0.1% |
| 9 | 127 | < 0.1% |
| Value | Count | Frequency (%) |
| 119999510 | 1 | |
| 119999040 | 1 | |
| 119998325 | 1 | |
| 119998324 | 1 | |
| 119998320 | 1 | |
| 119998315 | 1 | |
| 119998291 | 1 | |
| 119998238 | 1 | |
| 119998171 | 1 | |
| 119998067 | 1 |
FLOW_DURATION_MILLISECONDS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 83598 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35610.542 |
| Minimum | 0 |
|---|---|
| Maximum | 119999 |
| Zeros | 979266 |
| Zeros (%) | 30.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 766 |
| Q3 | 60283 |
| 95-th percentile | 112239 |
| Maximum | 119999 |
| Range | 119999 |
| Interquartile range (IQR) | 60283 |
Descriptive statistics
| Standard deviation | 42934.64825 |
|---|---|
| Coefficient of variation (CV) | 1.205672417 |
| Kurtosis | -0.9794054719 |
| Mean | 35610.542 |
| Median Absolute Deviation (MAD) | 766 |
| Skewness | 0.7227352666 |
| Sum | 1.139535563 × 1011 |
| Variance | 1843384021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 979266 | |
| 1 | 144308 | 4.5% |
| 16 | 25144 | 0.8% |
| 15 | 21586 | 0.7% |
| 14 | 15073 | 0.5% |
| 28 | 14175 | 0.4% |
| 2 | 14020 | 0.4% |
| 29 | 11079 | 0.3% |
| 27 | 7935 | 0.2% |
| 17 | 7619 | 0.2% |
| Other values (83588) | 1959790 |
| Value | Count | Frequency (%) |
| 0 | 979266 | |
| 1 | 144308 | 4.5% |
| 2 | 14020 | 0.4% |
| 3 | 6059 | 0.2% |
| 4 | 3502 | 0.1% |
| 5 | 2527 | 0.1% |
| 6 | 1586 | < 0.1% |
| 7 | 1002 | < 0.1% |
| 8 | 839 | < 0.1% |
| 9 | 712 | < 0.1% |
| Value | Count | Frequency (%) |
| 119999 | 2 | < 0.1% |
| 119998 | 11 | |
| 119997 | 14 | |
| 119996 | 2 | < 0.1% |
| 119995 | 24 | |
| 119994 | 7 | < 0.1% |
| 119993 | 1 | < 0.1% |
| 119992 | 4 | < 0.1% |
| 119990 | 7 | < 0.1% |
| 119989 | 4 | < 0.1% |
IN_BYTES
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWED| Distinct | 29391 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5010.958731 |
| Minimum | 28 |
|---|---|
| Maximum | 109706171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 44 |
| median | 413 |
| Q3 | 1065 |
| 95-th percentile | 1621 |
| Maximum | 109706171 |
| Range | 109706143 |
| Interquartile range (IQR) | 1021 |
Descriptive statistics
| Standard deviation | 343852.7671 |
|---|---|
| Coefficient of variation (CV) | 68.62015545 |
| Kurtosis | 25521.12443 |
| Mean | 5010.958731 |
| Median Absolute Deviation (MAD) | 369 |
| Skewness | 144.2181232 |
| Sum | 1.603504288 × 1010 |
| Variance | 1.182347254 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 805927 | 25.2% |
| 216 | 136006 | 4.3% |
| 52 | 38139 | 1.2% |
| 84 | 36749 | 1.1% |
| 72 | 29763 | 0.9% |
| 189 | 27453 | 0.9% |
| 40 | 26613 | 0.8% |
| 80 | 21515 | 0.7% |
| 73 | 16126 | 0.5% |
| 41 | 14649 | 0.5% |
| Other values (29381) | 2047055 |
| Value | Count | Frequency (%) |
| 28 | 130 | < 0.1% |
| 29 | 51 | < 0.1% |
| 30 | 158 | < 0.1% |
| 31 | 22 | < 0.1% |
| 32 | 1210 | < 0.1% |
| 33 | 13 | < 0.1% |
| 34 | 287 | < 0.1% |
| 35 | 21 | < 0.1% |
| 36 | 6615 | |
| 37 | 52 | < 0.1% |
| Value | Count | Frequency (%) |
| 109706171 | 1 | |
| 91197974 | 1 | |
| 89746415 | 1 | |
| 86806581 | 1 | |
| 79492898 | 1 | |
| 77756323 | 1 | |
| 76356312 | 1 | |
| 72262686 | 1 | |
| 72224818 | 1 | |
| 70231467 | 1 |
| Distinct | 3128 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.83783131 |
| Minimum | 1 |
|---|---|
| Maximum | 81219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 11 |
| 95-th percentile | 16 |
| Maximum | 81219 |
| Range | 81218 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 288.0942646 |
|---|---|
| Coefficient of variation (CV) | 20.81932191 |
| Kurtosis | 16407.43902 |
| Mean | 13.83783131 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 110.4673302 |
| Sum | 44280991 |
| Variance | 82998.30531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1241036 | |
| 11 | 691934 | |
| 12 | 227468 | 7.1% |
| 4 | 165141 | 5.2% |
| 2 | 136518 | 4.3% |
| 15 | 115536 | 3.6% |
| 13 | 104691 | 3.3% |
| 14 | 93920 | 2.9% |
| 3 | 58464 | 1.8% |
| 16 | 57510 | 1.8% |
| Other values (3118) | 307777 | 9.6% |
| Value | Count | Frequency (%) |
| 1 | 1241036 | |
| 2 | 136518 | 4.3% |
| 3 | 58464 | 1.8% |
| 4 | 165141 | 5.2% |
| 5 | 25762 | 0.8% |
| 6 | 29962 | 0.9% |
| 7 | 48376 | 1.5% |
| 8 | 28380 | 0.9% |
| 9 | 25741 | 0.8% |
| 10 | 31360 | 1.0% |
| Value | Count | Frequency (%) |
| 81219 | 1 | |
| 74510 | 1 | |
| 62170 | 1 | |
| 61380 | 1 | |
| 60905 | 1 | |
| 55418 | 1 | |
| 54492 | 1 | |
| 54210 | 1 | |
| 54050 | 1 | |
| 53034 | 1 |
L4_DST_PORT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 65536 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10776.89484 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 70826 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 80 |
| median | 80 |
| Q3 | 13085 |
| 95-th percentile | 56612 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 13005 |
Descriptive statistics
| Standard deviation | 18968.62324 |
|---|---|
| Coefficient of variation (CV) | 1.760119545 |
| Kurtosis | 1.009762313 |
| Mean | 10776.89484 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.583077138 |
| Sum | 3.44860096 × 1010 |
| Variance | 359808667.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 1608279 | |
| 53 | 274254 | 8.6% |
| 443 | 152150 | 4.8% |
| 0 | 70826 | 2.2% |
| 47921 | 34372 | 1.1% |
| 57782 | 33911 | 1.1% |
| 22 | 32251 | 1.0% |
| 9993 | 9737 | 0.3% |
| 5938 | 6121 | 0.2% |
| 6443 | 6053 | 0.2% |
| Other values (65526) | 972041 |
| Value | Count | Frequency (%) |
| 0 | 70826 | |
| 1 | 2700 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 12 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 12 | < 0.1% |
| 7 | 18 | < 0.1% |
| 8 | 12 | < 0.1% |
| 9 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 106 | |
| 65534 | 14 | < 0.1% |
| 65533 | 13 | < 0.1% |
| 65532 | 14 | < 0.1% |
| 65531 | 13 | < 0.1% |
| 65530 | 12 | < 0.1% |
| 65529 | 12 | < 0.1% |
| 65528 | 12 | < 0.1% |
| 65527 | 12 | < 0.1% |
| 65526 | 12 | < 0.1% |
| Distinct | 64607 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41909.27575 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 70805 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4147 |
| Q1 | 36084 |
| median | 48958 |
| Q3 | 50114 |
| 95-th percentile | 60162 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 14030 |
Descriptive statistics
| Standard deviation | 15835.10346 |
|---|---|
| Coefficient of variation (CV) | 0.3778424508 |
| Kurtosis | 0.7967380633 |
| Mean | 41909.27575 |
| Median Absolute Deviation (MAD) | 6433 |
| Skewness | -1.253191379 |
| Sum | 1.341094728 × 1011 |
| Variance | 250750501.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49214 | 458859 | 14.3% |
| 48958 | 262213 | 8.2% |
| 0 | 70805 | 2.2% |
| 49215 | 65997 | 2.1% |
| 443 | 39768 | 1.2% |
| 47921 | 24939 | 0.8% |
| 49470 | 11551 | 0.4% |
| 9993 | 4676 | 0.1% |
| 54390 | 4631 | 0.1% |
| 23767 | 4161 | 0.1% |
| Other values (64597) | 2252395 |
| Value | Count | Frequency (%) |
| 0 | 70805 | |
| 4 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 22 | 1088 | < 0.1% |
| 39 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 51 | 12 | < 0.1% |
| 53 | 39 | < 0.1% |
| 73 | 1 | < 0.1% |
| 80 | 2299 | 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 19 | < 0.1% |
| 65534 | 23 | < 0.1% |
| 65533 | 16 | < 0.1% |
| 65532 | 296 | |
| 65531 | 13 | < 0.1% |
| 65530 | 26 | < 0.1% |
| 65529 | 16 | < 0.1% |
| 65528 | 21 | < 0.1% |
| 65527 | 12 | < 0.1% |
| 65526 | 14 | < 0.1% |
| Distinct | 31882 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1617637886 |
| Minimum | 1616660040 |
|---|---|
| Maximum | 1618246852 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 1616660040 |
|---|---|
| 5-th percentile | 1616660708 |
| Q1 | 1616663521 |
| median | 1618223409 |
| Q3 | 1618236902 |
| 95-th percentile | 1618244614 |
| Maximum | 1618246852 |
| Range | 1586812 |
| Interquartile range (IQR) | 1573380.5 |
Descriptive statistics
| Standard deviation | 755587.6554 |
|---|---|
| Coefficient of variation (CV) | 0.0004670931993 |
| Kurtosis | -1.732800619 |
| Mean | 1617637886 |
| Median Absolute Deviation (MAD) | 23443 |
| Skewness | -0.5147494189 |
| Sum | 5.176433146 × 1015 |
| Variance | 5.70912705 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1618224824 | 16360 | 0.5% |
| 1618226299 | 12739 | 0.4% |
| 1616660095 | 11393 | 0.4% |
| 1616661813 | 10734 | 0.3% |
| 1618226298 | 9297 | 0.3% |
| 1616665357 | 6454 | 0.2% |
| 1618223690 | 5505 | 0.2% |
| 1618223830 | 4765 | 0.1% |
| 1618225065 | 4694 | 0.1% |
| 1618224005 | 4323 | 0.1% |
| Other values (31872) | 3113731 |
| Value | Count | Frequency (%) |
| 1616660040 | 28 | |
| 1616660041 | 49 | |
| 1616660042 | 50 | |
| 1616660043 | 37 | |
| 1616660044 | 46 | |
| 1616660045 | 60 | |
| 1616660046 | 67 | |
| 1616660047 | 48 | |
| 1616660048 | 44 | |
| 1616660049 | 46 |
| Value | Count | Frequency (%) |
| 1618246852 | 8 | < 0.1% |
| 1618246851 | 64 | |
| 1618246850 | 62 | |
| 1618246849 | 60 | |
| 1618246848 | 64 | |
| 1618246847 | 64 | |
| 1618246846 | 76 | |
| 1618246845 | 66 | |
| 1618246844 | 65 | |
| 1618246843 | 77 |
OUT_BYTES
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 28631 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11254.86027 |
| Minimum | 0 |
|---|---|
| Maximum | 529407671 |
| Zeros | 322775 |
| Zeros (%) | 10.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40 |
| median | 272 |
| Q3 | 528 |
| 95-th percentile | 833 |
| Maximum | 529407671 |
| Range | 529407671 |
| Interquartile range (IQR) | 488 |
Descriptive statistics
| Standard deviation | 486863.4009 |
|---|---|
| Coefficient of variation (CV) | 43.25805823 |
| Kurtosis | 459480.0315 |
| Mean | 11254.86027 |
| Median Absolute Deviation (MAD) | 256 |
| Skewness | 483.1987086 |
| Sum | 3.601549659 × 1010 |
| Variance | 2.370359711 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 755994 | |
| 528 | 687897 | |
| 624 | 329413 | |
| 0 | 322775 | |
| 164 | 142226 | 4.4% |
| 736 | 102019 | 3.2% |
| 676 | 56495 | 1.8% |
| 580 | 44164 | 1.4% |
| 104 | 26225 | 0.8% |
| 2087 | 22751 | 0.7% |
| Other values (28621) | 710036 |
| Value | Count | Frequency (%) |
| 0 | 322775 | |
| 32 | 70 | < 0.1% |
| 39 | 7 | < 0.1% |
| 40 | 755994 | |
| 41 | 4 | < 0.1% |
| 44 | 306 | < 0.1% |
| 47 | 6 | < 0.1% |
| 48 | 20 | < 0.1% |
| 51 | 4 | < 0.1% |
| 52 | 19335 | 0.6% |
| Value | Count | Frequency (%) |
| 529407671 | 1 | |
| 229396562 | 1 | |
| 133908576 | 1 | |
| 105006670 | 1 | |
| 103094518 | 1 | |
| 101387675 | 1 | |
| 93935962 | 1 | |
| 86858425 | 1 | |
| 81572879 | 1 | |
| 76347319 | 1 |
OUT_PKTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 3519 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.86836448 |
| Minimum | 0 |
|---|---|
| Maximum | 384251 |
| Zeros | 322775 |
| Zeros (%) | 10.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 384251 |
| Range | 384251 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 394.5684134 |
|---|---|
| Coefficient of variation (CV) | 24.86509645 |
| Kurtosis | 293452.371 |
| Mean | 15.86836448 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 353.9178486 |
| Sum | 50778687 |
| Variance | 155684.2328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1012725 | |
| 10 | 718511 | |
| 12 | 340261 | 10.6% |
| 0 | 322775 | 10.1% |
| 3 | 166500 | 5.2% |
| 14 | 124112 | 3.9% |
| 2 | 107617 | 3.4% |
| 13 | 72244 | 2.3% |
| 11 | 64165 | 2.0% |
| 6 | 47465 | 1.5% |
| Other values (3509) | 223620 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 322775 | 10.1% |
| 1 | 1012725 | |
| 2 | 107617 | 3.4% |
| 3 | 166500 | 5.2% |
| 4 | 37497 | 1.2% |
| 5 | 29087 | 0.9% |
| 6 | 47465 | 1.5% |
| 7 | 25056 | 0.8% |
| 8 | 29200 | 0.9% |
| 9 | 32175 | 1.0% |
| Value | Count | Frequency (%) |
| 384251 | 1 | |
| 152937 | 1 | |
| 99259 | 1 | |
| 72463 | 1 | |
| 72119 | 1 | |
| 67750 | 1 | |
| 63969 | 1 | |
| 58640 | 1 | |
| 54789 | 1 | |
| 53317 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 6 | |
|---|---|
| 17 | |
| 1 | 70804 |
| 47 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.11860831 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 6 |
|---|---|
| 2nd row | 1 |
| 3rd row | 6 |
| 4th row | 6 |
| 5th row | 6 |
Common Values
| Value | Count | Frequency (%) |
| 6 | 2749645 | |
| 17 | 379545 | 11.9% |
| 1 | 70804 | 2.2% |
| 47 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 6 | 2749645 | |
| 17 | 379545 | 11.9% |
| 1 | 70804 | 2.2% |
| 47 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
PROTOCOL_MAP
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2749645 | |
| 1 | 450350 | 14.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 2749645 | |
| 1 | 450350 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10500 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 382.6178128 |
| Minimum | 28 |
|---|---|
| Maximum | 6238685 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 44 |
| median | 97 |
| Q3 | 326 |
| 95-th percentile | 569 |
| Maximum | 6238685 |
| Range | 6238657 |
| Interquartile range (IQR) | 282 |
Descriptive statistics
| Standard deviation | 11069.90799 |
|---|---|
| Coefficient of variation (CV) | 28.93202464 |
| Kurtosis | 70131.61631 |
| Mean | 382.6178128 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | 196.7848346 |
| Sum | 1224375088 |
| Variance | 122542862.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 805996 | |
| 112 | 232308 | 7.3% |
| 407 | 144520 | 4.5% |
| 347 | 121071 | 3.8% |
| 216 | 111546 | 3.5% |
| 451 | 95465 | 3.0% |
| 326 | 80804 | 2.5% |
| 84 | 55305 | 1.7% |
| 52 | 49992 | 1.6% |
| 495 | 44213 | 1.4% |
| Other values (10490) | 1458775 |
| Value | Count | Frequency (%) |
| 28 | 372 | < 0.1% |
| 29 | 51 | < 0.1% |
| 30 | 158 | < 0.1% |
| 31 | 22 | < 0.1% |
| 32 | 1210 | < 0.1% |
| 33 | 13 | < 0.1% |
| 34 | 339 | < 0.1% |
| 35 | 21 | < 0.1% |
| 36 | 6615 | |
| 37 | 52 | < 0.1% |
| Value | Count | Frequency (%) |
| 6238685 | 1 | |
| 5188757 | 1 | |
| 4721028 | 1 | |
| 3779094 | 1 | |
| 2515547 | 1 | |
| 2509901 | 1 | |
| 2377063 | 1 | |
| 2282073 | 1 | |
| 2054990 | 1 | |
| 2037731 | 1 |
TCP_FLAGS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.86292447 |
| Minimum | 0 |
|---|---|
| Maximum | 247 |
| Zeros | 450350 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22 |
| median | 24 |
| Q3 | 27 |
| 95-th percentile | 27 |
| Maximum | 247 |
| Range | 247 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.02711753 |
|---|---|
| Coefficient of variation (CV) | 0.5048157711 |
| Kurtosis | 22.1641373 |
| Mean | 19.86292447 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.09444925485 |
| Sum | 63561259 |
| Variance | 100.543086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 893355 | |
| 22 | 736729 | |
| 0 | 450350 | |
| 24 | 436017 | |
| 2 | 163747 | 5.1% |
| 26 | 159675 | 5.0% |
| 19 | 144608 | 4.5% |
| 25 | 120646 | 3.8% |
| 31 | 34800 | 1.1% |
| 16 | 20210 | 0.6% |
| Other values (29) | 39858 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 450350 | |
| 2 | 163747 | 5.1% |
| 4 | 793 | < 0.1% |
| 8 | 1 | < 0.1% |
| 16 | 20210 | 0.6% |
| 17 | 4236 | 0.1% |
| 18 | 1471 | < 0.1% |
| 19 | 144608 | 4.5% |
| 20 | 3333 | 0.1% |
| 21 | 466 | < 0.1% |
| Value | Count | Frequency (%) |
| 247 | 1 | < 0.1% |
| 223 | 52 | < 0.1% |
| 222 | 9 | < 0.1% |
| 219 | 142 | |
| 218 | 200 | |
| 214 | 44 | < 0.1% |
| 211 | 2 | < 0.1% |
| 210 | 3 | < 0.1% |
| 197 | 1 | < 0.1% |
| 194 | 13 | < 0.1% |
TCP_WIN_MAX_IN
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 6007 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26167.26979 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 453954 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 507 |
| median | 1024 |
| Q3 | 64860 |
| 95-th percentile | 64860 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 64353 |
Descriptive statistics
| Standard deviation | 31171.86482 |
|---|---|
| Coefficient of variation (CV) | 1.191254 |
| Kurtosis | -1.807227154 |
| Mean | 26167.26979 |
| Median Absolute Deviation (MAD) | 1024 |
| Skewness | 0.4222695377 |
| Sum | 8.37351325 × 1010 |
| Variance | 971685156.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64860 | 1113407 | |
| 1024 | 818894 | |
| 507 | 488330 | |
| 0 | 453954 | |
| 64240 | 102761 | 3.2% |
| 29200 | 25531 | 0.8% |
| 65330 | 23310 | 0.7% |
| 118 | 16541 | 0.5% |
| 1200 | 15067 | 0.5% |
| 501 | 11571 | 0.4% |
| Other values (5997) | 130629 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 453954 | |
| 1 | 22 | < 0.1% |
| 2 | 16 | < 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 29 | < 0.1% |
| 5 | 52 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 6 | < 0.1% |
| 11 | 27 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 10844 | |
| 65530 | 1 | < 0.1% |
| 65520 | 11 | < 0.1% |
| 65518 | 15 | < 0.1% |
| 65514 | 2 | < 0.1% |
| 65506 | 1 | < 0.1% |
| 65502 | 2 | < 0.1% |
| 65491 | 3 | < 0.1% |
| 65472 | 25 | < 0.1% |
| 65453 | 25 | < 0.1% |
TCP_WIN_MAX_OUT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 5164 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11590.09776 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 1370736 |
| Zeros (%) | 42.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 114 |
| Q3 | 27960 |
| 95-th percentile | 27960 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 27960 |
Descriptive statistics
| Standard deviation | 15268.28393 |
|---|---|
| Coefficient of variation (CV) | 1.317355923 |
| Kurtosis | 0.5050572117 |
| Mean | 11590.09776 |
| Median Absolute Deviation (MAD) | 114 |
| Skewness | 0.9970974134 |
| Sum | 3.708825488 × 1010 |
| Variance | 233120494.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1370736 | |
| 27960 | 1157626 | |
| 114 | 487550 | 15.2% |
| 65535 | 39143 | 1.2% |
| 64240 | 10609 | 0.3% |
| 29200 | 7907 | 0.2% |
| 2053 | 6357 | 0.2% |
| 502 | 5230 | 0.2% |
| 501 | 4456 | 0.1% |
| 28960 | 4426 | 0.1% |
| Other values (5154) | 105955 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 1370736 | |
| 1 | 1 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 404 | < 0.1% |
| 11 | 157 | < 0.1% |
| 12 | 20 | < 0.1% |
| 13 | 4 | < 0.1% |
| 14 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 39143 | |
| 65534 | 2 | < 0.1% |
| 65520 | 2 | < 0.1% |
| 65476 | 1 | < 0.1% |
| 65472 | 4 | < 0.1% |
| 65434 | 3 | < 0.1% |
| 65422 | 12 | < 0.1% |
| 65414 | 4 | < 0.1% |
| 65392 | 219 | < 0.1% |
| 65387 | 1 | < 0.1% |
TCP_WIN_MIN_IN
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 6119 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26131.65557 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 453954 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 507 |
| median | 1024 |
| Q3 | 64860 |
| 95-th percentile | 64860 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 64353 |
Descriptive statistics
| Standard deviation | 31172.18669 |
|---|---|
| Coefficient of variation (CV) | 1.19288985 |
| Kurtosis | -1.805879303 |
| Mean | 26131.65557 |
| Median Absolute Deviation (MAD) | 1024 |
| Skewness | 0.4245852392 |
| Sum | 8.362116715 × 1010 |
| Variance | 971705223.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64860 | 1113373 | |
| 1024 | 834129 | |
| 507 | 488523 | |
| 0 | 453954 | |
| 64240 | 102083 | 3.2% |
| 29200 | 25578 | 0.8% |
| 65330 | 23310 | 0.7% |
| 118 | 16541 | 0.5% |
| 8192 | 15177 | 0.5% |
| 501 | 12265 | 0.4% |
| Other values (6109) | 115062 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 453954 | |
| 1 | 24 | < 0.1% |
| 2 | 16 | < 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 28 | < 0.1% |
| 5 | 51 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 5 | < 0.1% |
| 11 | 27 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 10807 | |
| 65530 | 1 | < 0.1% |
| 65520 | 1 | < 0.1% |
| 65518 | 15 | < 0.1% |
| 65506 | 1 | < 0.1% |
| 65502 | 2 | < 0.1% |
| 65491 | 3 | < 0.1% |
| 65472 | 16 | < 0.1% |
| 65453 | 10 | < 0.1% |
| 65450 | 50 | < 0.1% |
TCP_WIN_MIN_OUT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 4947 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11577.29283 |
| Minimum | 0 |
|---|---|
| Maximum | 65535 |
| Zeros | 1370736 |
| Zeros (%) | 42.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 114 |
| Q3 | 27960 |
| 95-th percentile | 27960 |
| Maximum | 65535 |
| Range | 65535 |
| Interquartile range (IQR) | 27960 |
Descriptive statistics
| Standard deviation | 15259.8445 |
|---|---|
| Coefficient of variation (CV) | 1.318084005 |
| Kurtosis | 0.5065499407 |
| Mean | 11577.29283 |
| Median Absolute Deviation (MAD) | 114 |
| Skewness | 0.9977787948 |
| Sum | 3.704727918 × 1010 |
| Variance | 232862854.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1370736 | |
| 27960 | 1156991 | |
| 114 | 488169 | 15.3% |
| 65535 | 39069 | 1.2% |
| 64240 | 10546 | 0.3% |
| 29200 | 8708 | 0.3% |
| 2053 | 6109 | 0.2% |
| 502 | 5419 | 0.2% |
| 501 | 4501 | 0.1% |
| 28960 | 4426 | 0.1% |
| Other values (4937) | 105321 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 1370736 | |
| 1 | 1 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 408 | < 0.1% |
| 11 | 153 | < 0.1% |
| 12 | 21 | < 0.1% |
| 13 | 3 | < 0.1% |
| 14 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 65535 | 39069 | |
| 65534 | 2 | < 0.1% |
| 65520 | 2 | < 0.1% |
| 65476 | 1 | < 0.1% |
| 65472 | 1 | < 0.1% |
| 65434 | 3 | < 0.1% |
| 65414 | 4 | < 0.1% |
| 65409 | 1 | < 0.1% |
| 65392 | 211 | < 0.1% |
| 65388 | 1 | < 0.1% |
TCP_WIN_MSS_IN
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 940.7742265 |
| Minimum | 0 |
|---|---|
| Maximum | 8960 |
| Zeros | 1098426 |
| Zeros (%) | 34.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1410 |
| Q3 | 1460 |
| 95-th percentile | 1460 |
| Maximum | 8960 |
| Range | 8960 |
| Interquartile range (IQR) | 1460 |
Descriptive statistics
| Standard deviation | 683.0237723 |
|---|---|
| Coefficient of variation (CV) | 0.726023049 |
| Kurtosis | -0.4639501855 |
| Mean | 940.7742265 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | -0.5551356417 |
| Sum | 3010472821 |
| Variance | 466521.4736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1410 | 1113529 | |
| 0 | 1098426 | |
| 1460 | 933660 | |
| 1390 | 23319 | 0.7% |
| 1424 | 6003 | 0.2% |
| 1412 | 5237 | 0.2% |
| 1452 | 4777 | 0.1% |
| 1440 | 4532 | 0.1% |
| 1400 | 2801 | 0.1% |
| 1420 | 2374 | 0.1% |
| Other values (71) | 5337 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1098426 | |
| 1 | 3 | < 0.1% |
| 265 | 50 | < 0.1% |
| 512 | 1 | < 0.1% |
| 536 | 492 | < 0.1% |
| 640 | 7 | < 0.1% |
| 1024 | 5 | < 0.1% |
| 1103 | 8 | < 0.1% |
| 1104 | 159 | < 0.1% |
| 1146 | 148 | < 0.1% |
| Value | Count | Frequency (%) |
| 8960 | 188 | < 0.1% |
| 8860 | 1 | < 0.1% |
| 1938 | 2 | < 0.1% |
| 1510 | 62 | < 0.1% |
| 1480 | 1 | < 0.1% |
| 1460 | 933660 | |
| 1456 | 59 | < 0.1% |
| 1452 | 4777 | 0.1% |
| 1450 | 32 | < 0.1% |
| 1448 | 45 | < 0.1% |
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 547.031341 |
| Minimum | 0 |
|---|---|
| Maximum | 65475 |
| Zeros | 1962244 |
| Zeros (%) | 61.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1410 |
| 95-th percentile | 1410 |
| Maximum | 65475 |
| Range | 65475 |
| Interquartile range (IQR) | 1410 |
Descriptive statistics
| Standard deviation | 694.7102889 |
|---|---|
| Coefficient of variation (CV) | 1.269964327 |
| Kurtosis | 47.93809941 |
| Mean | 547.031341 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.131881283 |
| Sum | 1750497556 |
| Variance | 482622.3855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1962244 | |
| 1410 | 1162166 | |
| 1460 | 36889 | 1.2% |
| 1440 | 26358 | 0.8% |
| 1430 | 4778 | 0.1% |
| 1400 | 3176 | 0.1% |
| 1420 | 1637 | 0.1% |
| 1380 | 535 | < 0.1% |
| 1450 | 534 | < 0.1% |
| 1392 | 432 | < 0.1% |
| Other values (29) | 1246 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1962244 | |
| 1220 | 1 | < 0.1% |
| 1240 | 2 | < 0.1% |
| 1300 | 67 | < 0.1% |
| 1330 | 6 | < 0.1% |
| 1348 | 24 | < 0.1% |
| 1350 | 5 | < 0.1% |
| 1360 | 205 | < 0.1% |
| 1372 | 4 | < 0.1% |
| 1380 | 535 | < 0.1% |
| Value | Count | Frequency (%) |
| 65475 | 2 | < 0.1% |
| 8961 | 42 | < 0.1% |
| 8960 | 59 | < 0.1% |
| 8860 | 219 | < 0.1% |
| 4430 | 10 | < 0.1% |
| 1480 | 141 | < 0.1% |
| 1464 | 2 | < 0.1% |
| 1460 | 36889 | |
| 1456 | 17 | < 0.1% |
| 1452 | 234 | < 0.1% |
TCP_WIN_SCALE_IN
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.83365224 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1908794 |
| Zeros (%) | 59.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.458264686 |
|---|---|
| Coefficient of variation (CV) | 1.220426641 |
| Kurtosis | -1.819708373 |
| Mean | 2.83365224 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4089416731 |
| Sum | 9067673 |
| Variance | 11.95959464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1908794 | |
| 7 | 1209175 | |
| 8 | 70683 | 2.2% |
| 2 | 7902 | 0.2% |
| 6 | 1936 | 0.1% |
| 9 | 449 | < 0.1% |
| 4 | 235 | < 0.1% |
| 5 | 232 | < 0.1% |
| 10 | 226 | < 0.1% |
| 1 | 138 | < 0.1% |
| Other values (4) | 225 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1908794 | |
| 1 | 138 | < 0.1% |
| 2 | 7902 | 0.2% |
| 3 | 71 | < 0.1% |
| 4 | 235 | < 0.1% |
| 5 | 232 | < 0.1% |
| 6 | 1936 | 0.1% |
| 7 | 1209175 | |
| 8 | 70683 | 2.2% |
| 9 | 449 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 3 | < 0.1% |
| 12 | 109 | < 0.1% |
| 11 | 42 | < 0.1% |
| 10 | 226 | < 0.1% |
| 9 | 449 | < 0.1% |
| 8 | 70683 | 2.2% |
| 7 | 1209175 | |
| 6 | 1936 | 0.1% |
| 5 | 232 | < 0.1% |
| 4 | 235 | < 0.1% |
TCP_WIN_SCALE_OUT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.072126675 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1966043 |
| Zeros (%) | 61.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 3.882065101 |
|---|---|
| Coefficient of variation (CV) | 1.26364096 |
| Kurtosis | -1.764335661 |
| Mean | 3.072126675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4763672748 |
| Sum | 9830790 |
| Variance | 15.07042945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1966043 | |
| 8 | 1171843 | |
| 7 | 51284 | 1.6% |
| 10 | 4680 | 0.1% |
| 9 | 4003 | 0.1% |
| 12 | 543 | < 0.1% |
| 6 | 522 | < 0.1% |
| 5 | 345 | < 0.1% |
| 2 | 341 | < 0.1% |
| 4 | 165 | < 0.1% |
| Other values (5) | 226 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1966043 | |
| 1 | 4 | < 0.1% |
| 2 | 341 | < 0.1% |
| 3 | 118 | < 0.1% |
| 4 | 165 | < 0.1% |
| 5 | 345 | < 0.1% |
| 6 | 522 | < 0.1% |
| 7 | 51284 | 1.6% |
| 8 | 1171843 | |
| 9 | 4003 | 0.1% |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 13 | 4 | < 0.1% |
| 12 | 543 | < 0.1% |
| 11 | 98 | < 0.1% |
| 10 | 4680 | 0.1% |
| 9 | 4003 | 0.1% |
| 8 | 1171843 | |
| 7 | 51284 | 1.6% |
| 6 | 522 | < 0.1% |
| 5 | 345 | < 0.1% |
TOTAL_FLOWS_EXP
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 3199995 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51954198.13 |
| Minimum | 2293398 |
|---|---|
| Maximum | 85071692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 MiB |
Quantile statistics
| Minimum | 2293398 |
|---|---|
| 5-th percentile | 2453567.7 |
| Q1 | 3093567.5 |
| median | 79894575 |
| Q3 | 83507185 |
| 95-th percentile | 84759701.2 |
| Maximum | 85071692 |
| Range | 82778294 |
| Interquartile range (IQR) | 80413617.5 |
Descriptive statistics
| Standard deviation | 38057691.3 |
|---|---|
| Coefficient of variation (CV) | 0.7325238897 |
| Kurtosis | -1.730002329 |
| Mean | 51954198.13 |
| Median Absolute Deviation (MAD) | 4368868 |
| Skewness | -0.5073166442 |
| Sum | 1.662531742 × 1014 |
| Variance | 1.448387867 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83886080 | 1 | < 0.1% |
| 79912254 | 1 | < 0.1% |
| 79924516 | 1 | < 0.1% |
| 84116773 | 1 | < 0.1% |
| 84122918 | 1 | < 0.1% |
| 84104175 | 1 | < 0.1% |
| 79949096 | 1 | < 0.1% |
| 79947049 | 1 | < 0.1% |
| 79953194 | 1 | < 0.1% |
| 79951147 | 1 | < 0.1% |
| Other values (3199985) | 3199985 |
| Value | Count | Frequency (%) |
| 2293398 | 1 | |
| 2293400 | 1 | |
| 2293404 | 1 | |
| 2293407 | 1 | |
| 2293409 | 1 | |
| 2293410 | 1 | |
| 2293412 | 1 | |
| 2293413 | 1 | |
| 2293416 | 1 | |
| 2293417 | 1 |
| Value | Count | Frequency (%) |
| 85071692 | 1 | |
| 85071685 | 1 | |
| 85071682 | 1 | |
| 85071681 | 1 | |
| 85071680 | 1 | |
| 85071679 | 1 | |
| 85071678 | 1 | |
| 85071677 | 1 | |
| 85071675 | 1 | |
| 85071674 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| SYN Scan - aggressive | |
|---|---|
| Denial of Service R-U-Dead-Yet | |
| Denial of Service Slowloris | |
| Normal flow |
Length
| Max length | 30 |
|---|---|
| Median length | 27 |
| Mean length | 22.25001758 |
| Min length | 11 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal flow |
|---|---|
| 2nd row | Normal flow |
| 3rd row | Normal flow |
| 4th row | Normal flow |
| 5th row | Normal flow |
Common Values
| Value | Count | Frequency (%) |
| SYN Scan - aggressive | 800000 | |
| Denial of Service R-U-Dead-Yet | 800000 | |
| Denial of Service Slowloris | 800000 | |
| Normal flow | 799995 |
Length
Pie chart
| Value | Count | Frequency (%) |
| denial | 1600000 | |
| of | 1600000 | |
| service | 1600000 | |
| syn | 800000 | |
| scan | 800000 | |
| 800000 | ||
| aggressive | 800000 | |
| r-u-dead-yet | 800000 | |
| slowloris | 800000 | |
| normal | 799995 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| DST_TO_SRC_SECOND_BYTES | FIRST_SWITCHED | FLOW_DURATION_MICROSECONDS | FLOW_DURATION_MILLISECONDS | IN_BYTES | IN_PKTS | L4_DST_PORT | L4_SRC_PORT | LAST_SWITCHED | OUT_BYTES | OUT_PKTS | PROTOCOL | PROTOCOL_MAP | SRC_TO_DST_SECOND_BYTES | TCP_FLAGS | TCP_WIN_MAX_IN | TCP_WIN_MAX_OUT | TCP_WIN_MIN_IN | TCP_WIN_MIN_OUT | TCP_WIN_MSS_IN | TCP_WIN_MSS_OUT | TCP_WIN_SCALE_IN | TCP_WIN_SCALE_OUT | TOTAL_FLOWS_EXP | LABEL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 40 | 1616660040 | 339 | 0 | 44 | 1 | 60541 | 22351 | 1616660040 | 40 | 1 | 6 | 0 | 44 | 22 | 1024 | 0 | 1024 | 0 | 1460 | 0 | 0 | 0 | 2293398 | Normal flow |
| 1 | 0 | 1616660040 | 0 | 0 | 68 | 1 | 0 | 0 | 1616660040 | 0 | 0 | 1 | 1 | 68 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2293400 | Normal flow |
| 2 | 104 | 1616660040 | 44725 | 44 | 189 | 2 | 24650 | 443 | 1616660040 | 104 | 2 | 6 | 0 | 189 | 25 | 122 | 1634 | 122 | 1634 | 0 | 0 | 0 | 0 | 2293404 | Normal flow |
| 3 | 0 | 1616660040 | 0 | 0 | 52 | 1 | 8728 | 61075 | 1616660040 | 0 | 0 | 6 | 0 | 52 | 2 | 8192 | 0 | 8192 | 0 | 1440 | 0 | 8 | 0 | 2293407 | Normal flow |
| 4 | 40 | 1616660040 | 1114 | 1 | 189 | 2 | 443 | 39762 | 1616660040 | 40 | 1 | 6 | 0 | 189 | 28 | 502 | 0 | 502 | 0 | 0 | 0 | 0 | 0 | 2293409 | Normal flow |
| 5 | 40 | 1616660040 | 1030 | 1 | 189 | 2 | 443 | 52132 | 1616660040 | 40 | 1 | 6 | 0 | 189 | 28 | 502 | 0 | 502 | 0 | 0 | 0 | 0 | 0 | 2293410 | Normal flow |
| 6 | 5043 | 1616660040 | 241380 | 241 | 3699 | 19 | 443 | 52112 | 1616660040 | 5043 | 16 | 6 | 0 | 3699 | 26 | 64240 | 65535 | 64240 | 65535 | 1460 | 1430 | 7 | 8 | 2293412 | Normal flow |
| 7 | 1009 | 1616660040 | 174809 | 174 | 4861 | 9 | 443 | 50740 | 1616660040 | 1009 | 6 | 6 | 0 | 4861 | 26 | 64240 | 65535 | 64240 | 65535 | 1460 | 1440 | 7 | 8 | 2293413 | Normal flow |
| 8 | 0 | 1616660040 | 0 | 0 | 52 | 1 | 445 | 51071 | 1616660040 | 0 | 0 | 6 | 0 | 52 | 2 | 8192 | 0 | 8192 | 0 | 1452 | 0 | 2 | 0 | 2293416 | Normal flow |
| 9 | 120 | 1616660040 | 45154 | 45 | 5707 | 4 | 443 | 41560 | 1616660040 | 120 | 3 | 6 | 0 | 5707 | 28 | 501 | 0 | 501 | 0 | 0 | 0 | 0 | 0 | 2293417 | Normal flow |
Last rows
| DST_TO_SRC_SECOND_BYTES | FIRST_SWITCHED | FLOW_DURATION_MICROSECONDS | FLOW_DURATION_MILLISECONDS | IN_BYTES | IN_PKTS | L4_DST_PORT | L4_SRC_PORT | LAST_SWITCHED | OUT_BYTES | OUT_PKTS | PROTOCOL | PROTOCOL_MAP | SRC_TO_DST_SECOND_BYTES | TCP_FLAGS | TCP_WIN_MAX_IN | TCP_WIN_MAX_OUT | TCP_WIN_MIN_IN | TCP_WIN_MIN_OUT | TCP_WIN_MSS_IN | TCP_WIN_MSS_OUT | TCP_WIN_SCALE_IN | TCP_WIN_SCALE_OUT | TOTAL_FLOWS_EXP | LABEL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3199985 | 60 | 1618246791 | 60256212 | 60256 | 1015 | 11 | 80 | 40127 | 1618246851 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071674 | Denial of Service Slowloris |
| 3199986 | 60 | 1618246791 | 60291593 | 60291 | 1006 | 11 | 80 | 40124 | 1618246851 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071675 | Denial of Service Slowloris |
| 3199987 | 60 | 1618246791 | 60287513 | 60287 | 1079 | 11 | 80 | 40128 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071677 | Denial of Service Slowloris |
| 3199988 | 60 | 1618246791 | 60203224 | 60203 | 1069 | 11 | 80 | 40132 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071678 | Denial of Service Slowloris |
| 3199989 | 60 | 1618246791 | 60219181 | 60219 | 1135 | 11 | 80 | 40133 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071679 | Denial of Service Slowloris |
| 3199990 | 60 | 1618246791 | 60285963 | 60285 | 1015 | 11 | 80 | 40130 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071680 | Denial of Service Slowloris |
| 3199991 | 60 | 1618246791 | 60226727 | 60226 | 1136 | 11 | 80 | 40134 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071681 | Denial of Service Slowloris |
| 3199992 | 60 | 1618246791 | 60148276 | 60148 | 925 | 11 | 80 | 40140 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071682 | Denial of Service Slowloris |
| 3199993 | 60 | 1618246791 | 60249523 | 60249 | 954 | 11 | 80 | 40135 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071685 | Denial of Service Slowloris |
| 3199994 | 60 | 1618246791 | 60234467 | 60234 | 997 | 11 | 80 | 40139 | 1618246852 | 528 | 10 | 6 | 0 | 112 | 27 | 64860 | 27960 | 64860 | 27960 | 1410 | 1410 | 7 | 8 | 85071692 | Denial of Service Slowloris |